Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA1c and fasting plasma glucose

Abstract Background Recent epidemiological studies indicate that only 30–50% of undiagnosed type 2 diabetes mellitus (T2DM) patients are identified using glycated hemoglobin (HbA1c) and elevated fasting plasma glucose (FPG) levels. Thus, novel biomarkers for early diagnosis and prognosis are urgentl...

Full description

Bibliographic Details
Main Authors: Sandro Spiller, Yichao Li, Matthias Blüher, Lonnie Welch, Ralf Hoffmann
Format: Article
Language:English
Published: BMC 2017-03-01
Series:Clinical Proteomics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12014-017-9145-1
id doaj-a1a6739ebc914c44b7e02430da7850f2
record_format Article
spelling doaj-a1a6739ebc914c44b7e02430da7850f22020-11-25T01:54:32ZengBMCClinical Proteomics1542-64161559-02752017-03-011411910.1186/s12014-017-9145-1Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA1c and fasting plasma glucoseSandro Spiller0Yichao Li1Matthias Blüher2Lonnie Welch3Ralf Hoffmann4Institute of Bioanalytical Chemistry, Faculty of Chemistry and Mineralogy, Universität LeipzigSchool of Electrical Engineering and Computer Science, Ohio UniversityDepartment for Internal Medicine, Clinic for Endocrinology and Nephrology, University Hospital Leipzig, Universität LeipzigSchool of Electrical Engineering and Computer Science, Ohio UniversityInstitute of Bioanalytical Chemistry, Faculty of Chemistry and Mineralogy, Universität LeipzigAbstract Background Recent epidemiological studies indicate that only 30–50% of undiagnosed type 2 diabetes mellitus (T2DM) patients are identified using glycated hemoglobin (HbA1c) and elevated fasting plasma glucose (FPG) levels. Thus, novel biomarkers for early diagnosis and prognosis are urgently needed for providing early and personalized treatment. Methods Here, we studied the glycation degrees of 27 glycation sites representing nine plasma proteins in 48 newly diagnosed male T2DM patients and 48 non-diabetic men matched for age (range 35–65 years). Samples were digested with trypsin and enriched for glycated peptides using boronic acid affinity chromatography. Quantification relied on mass spectrometry (multiple reaction monitoring) using isotope-labelled peptides as internal standard. Results The combination of glycated lysine-141 of haptoglobin (HP K141) and HbA1c provided a sensitivity of 94%, a specificity of 98%, and an accuracy of 96% to identify T2DM. A set of 15 features considering three glycation sites in human serum albumin, HP K141, and 11 routine laboratory measures of T2DM, metabolic syndrome, obesity, inflammation, and insulin resistance provided a sensitivity of 98%, a specificity of 100%, and an accuracy of 99% for newly diagnosed T2DM patients. Conclusions Our studies demonstrated the great potential of glycation sites in plasma proteins providing an additional diagnostic tool for T2DM and elucidating that the combination of these sites with HbA1c and FPG could improve the diagnosis of T2DM.http://link.springer.com/article/10.1186/s12014-017-9145-1BiomarkerFasting plasma glucose (FPG)Glycation sitesHbA1cMultiple reaction monitoring (MRM)Plasma proteins
collection DOAJ
language English
format Article
sources DOAJ
author Sandro Spiller
Yichao Li
Matthias Blüher
Lonnie Welch
Ralf Hoffmann
spellingShingle Sandro Spiller
Yichao Li
Matthias Blüher
Lonnie Welch
Ralf Hoffmann
Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA1c and fasting plasma glucose
Clinical Proteomics
Biomarker
Fasting plasma glucose (FPG)
Glycation sites
HbA1c
Multiple reaction monitoring (MRM)
Plasma proteins
author_facet Sandro Spiller
Yichao Li
Matthias Blüher
Lonnie Welch
Ralf Hoffmann
author_sort Sandro Spiller
title Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA1c and fasting plasma glucose
title_short Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA1c and fasting plasma glucose
title_full Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA1c and fasting plasma glucose
title_fullStr Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA1c and fasting plasma glucose
title_full_unstemmed Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA1c and fasting plasma glucose
title_sort glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin hba1c and fasting plasma glucose
publisher BMC
series Clinical Proteomics
issn 1542-6416
1559-0275
publishDate 2017-03-01
description Abstract Background Recent epidemiological studies indicate that only 30–50% of undiagnosed type 2 diabetes mellitus (T2DM) patients are identified using glycated hemoglobin (HbA1c) and elevated fasting plasma glucose (FPG) levels. Thus, novel biomarkers for early diagnosis and prognosis are urgently needed for providing early and personalized treatment. Methods Here, we studied the glycation degrees of 27 glycation sites representing nine plasma proteins in 48 newly diagnosed male T2DM patients and 48 non-diabetic men matched for age (range 35–65 years). Samples were digested with trypsin and enriched for glycated peptides using boronic acid affinity chromatography. Quantification relied on mass spectrometry (multiple reaction monitoring) using isotope-labelled peptides as internal standard. Results The combination of glycated lysine-141 of haptoglobin (HP K141) and HbA1c provided a sensitivity of 94%, a specificity of 98%, and an accuracy of 96% to identify T2DM. A set of 15 features considering three glycation sites in human serum albumin, HP K141, and 11 routine laboratory measures of T2DM, metabolic syndrome, obesity, inflammation, and insulin resistance provided a sensitivity of 98%, a specificity of 100%, and an accuracy of 99% for newly diagnosed T2DM patients. Conclusions Our studies demonstrated the great potential of glycation sites in plasma proteins providing an additional diagnostic tool for T2DM and elucidating that the combination of these sites with HbA1c and FPG could improve the diagnosis of T2DM.
topic Biomarker
Fasting plasma glucose (FPG)
Glycation sites
HbA1c
Multiple reaction monitoring (MRM)
Plasma proteins
url http://link.springer.com/article/10.1186/s12014-017-9145-1
work_keys_str_mv AT sandrospiller glycatedlysine141inhaptoglobinimprovesthediagnosticaccuracyfortype2diabetesmellitusincombinationwithglycatedhemoglobinhba1candfastingplasmaglucose
AT yichaoli glycatedlysine141inhaptoglobinimprovesthediagnosticaccuracyfortype2diabetesmellitusincombinationwithglycatedhemoglobinhba1candfastingplasmaglucose
AT matthiasbluher glycatedlysine141inhaptoglobinimprovesthediagnosticaccuracyfortype2diabetesmellitusincombinationwithglycatedhemoglobinhba1candfastingplasmaglucose
AT lonniewelch glycatedlysine141inhaptoglobinimprovesthediagnosticaccuracyfortype2diabetesmellitusincombinationwithglycatedhemoglobinhba1candfastingplasmaglucose
AT ralfhoffmann glycatedlysine141inhaptoglobinimprovesthediagnosticaccuracyfortype2diabetesmellitusincombinationwithglycatedhemoglobinhba1candfastingplasmaglucose
_version_ 1724986846878892032